Table 2.
Equation Type | Coefficient and RMSE Values | With Threshold | Without Threshold | ||||
---|---|---|---|---|---|---|---|
Equation 1a | Equation 1b | Equation 2a | Equation 1a | Equation 1b | Equation 2a | ||
Linear eqn. (Equation (3)) | a | 0 | 0 | 0 | 0 | 0 | 0 |
b | 0.848 | 0.845 | 0.831 | 0.892 | 0.757 | 0.696 | |
RMSE † | 3927 | 4002 | 4005 | 3956 | 3982 | 3955 | |
Linear eqn. w/log transformed variables (Equation 4) | a | 2.726 | 2.750 | 2.753 | 2.723 | 2.510 | 2.395 |
b | 0.711 | 0.707 | 0.706 | 0.715 | 0.724 | 0.730 | |
RMSE † | 2889 | 2977 | 2969 | 2932 | 3001 | 2990 | |
Linear eqn. w/log transformed and spline variables (Equation 5) | a | 0.859 * | 0.872 * | 0.822 * | 0.565 * | 0.921 * | 0.868 * |
b | 0.949 | 0.948 | 0.953 | 0.995 | 0.921 | 0.917 | |
c | −4.051 | −0.411 | −0.416 | −0.430 | −0.471 | −0.502 | |
d | 8.4 | 8.4 | 8.4 | 8.2 | 8.9 | 9.1 | |
RMSE † | 2703 | 2768 | 2773 | 2742 | 2650 | 2620 | |
Linear eqn. w/log transformed and quadratic variables (Equation 6) | a | −4.867 * | −4.945 | −4.951 | −4.994 * | −6.049 | −6.607 |
b | 2.502 | 2.527 | 2.522 | 2.544 | 2.722 | 2.809 | |
c | −0.105 | −0.106 | −0.106 | −0.107 | −0.115 | −0.119 | |
RMSE † | 2682 | 2750 | 2759 | 2715 | 2652 | 2619 |
Notes: * Not significantly different from 0 (p > 0.05); † RMSE is μg/m3.